Avoiding Confusion between Predictors and Inhibitors in Value Function Approximation

Patrick C. Connor, Thomas P. Trappenberg

In reinforcement learning, the goal is to seek rewards and avoid punishments. A simple scalar captures the value of a state or of taking an action, where expected future rewards in…